{
  "identity": {
    "model_id": "qwen3.8-27b",
    "weights_id": "groupwise-int"
  },
  "purpose": "Swift-Bonsai-2 27B ternary artifact, PQ2 + PTQ1 tiers, NInfer v2 container",
  "packer": {
    "name": "tools/pack.py",
    "origin": "shensanshu/ninfer-ada-ternary (Apache-2.0)",
    "change": "only the NINFER_ROOT default path constant was redirected; no functional change",
    "verification_mode": "check ran to completion: pad=0 for all 8 shape combinations, bytes_equal and decode_equal true on every sampled tensor"
  },
  "sources": {
    "gguf_pq2": {
      "file": "Swift-Bonsai-2-PQ2_0.gguf",
      "bytes": 7206168928,
      "sha256": "5912bb739217cf25b4283a098c7b893d9baff36bdf2e72d3dbf4cb999d5633d5",
      "from": "ukisai/Swift-Bonsai-2-GGUF"
    },
    "gguf_ptq1": {
      "file": "Swift-Bonsai-2-PTQ1_0.gguf",
      "bytes": 5946648960,
      "sha256": "de33620b60eaf63e96449b478eb87abe9538507e3ed939da944c1ae15fe1ffc6",
      "from": "ukisai/Swift-Bonsai-2-GGUF"
    },
    "template": {
      "file": "qwen3_8_27b_huihui_abliterated.ninfer",
      "bytes": 18210531328,
      "sha256": "8c9f9d67a07ac97506978f6db6695d8074f78dec0fb80c4a85a8fb6fbedd7f03",
      "from": "Barding-Defense/Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer",
      "note": "used ONLY as skeleton/manifest + donor of vision/mtp/frontend/draft_head payloads; its text weights are discarded"
    }
  },
  "outputs": {
    "bonsai2_27b_swift_pq2.ninfer": {
      "bytes": 8306927628,
      "sha256": "cc54be3800099ada67165ad352450be83d28e8c4d423be9cae573a7b6e6350a0",
      "note": "PQ2 tier, 2-bit, from gguf_pq2"
    },
    "bonsai2_27b_swift_ptq1.ninfer": {
      "bytes": 7047407628,
      "sha256": "cc9e890728ea7357b1d8a0797a4accdc6ca143031471a63e49c9cf6c8314b6ae",
      "note": "PTQ1 tier, 1.75-bit, from gguf_ptq1"
    }
  },
  "toolchain": {
    "python": "3.11.5",
    "numpy": "installed",
    "torch": "CPU build",
    "gpu_used": false
  },
  "generated": "2026-09-28T03:10:53"
}